Dataset · Hugging Face

synbench/synbench-data

Name: synbench-data
Creator: synbench
License: cc-by-nc-4.0
Keywords: task_categories:text-classification, language:en, license:cc-by-nc-4.0, arxiv:2403.01749, region:us, synthetic, differential-privacy, membership-inference, NLP, text-classification

Synthetic NLP Data for Differentially Private Text Generation Evaluation Dataset Description This dataset contains original and synthetic text classification data used to evaluate differentially private (DP) synthetic text generation methods across three dimensions: utility, fidelity, and membership inference attack (MIA) resistance. Original Data Source The original data is sourced from: 🔗 Daniel-ML/sentiment-analysis-for-financial-news We use this dataset… See the full description on the dataset page: https://huggingface.co/datasets/synbench/synbench-data.

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Author / organization	synbench
License (as declared)	cc-by-nc-4.0
Downloads	202 (as reported by Hugging Face)
Likes	0
Created	6 May 2026
Last updated at source	6 May 2026

syntheticdifferential-privacymembership-inferenceNLPtext-classification

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